Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	5314
Missing cells	28614
Missing cells (%)	18.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.4 MiB
Average record size in memory	1.4 KiB

Variable types

CAT	22
NUM	5
BOOL	2

Warnings

`hospital_name` has a high cardinality: 5152 distinct values	High cardinality
`address` has a high cardinality: 5287 distinct values	High cardinality
`city` has a high cardinality: 3050 distinct values	High cardinality
`state` has a high cardinality: 56 distinct values	High cardinality
`county_name` has a high cardinality: 1568 distinct values	High cardinality
`phone_number` has a high cardinality: 5296 distinct values	High cardinality
`location` has a high cardinality: 4899 distinct values	High cardinality
`patient_experience_national_comparison_footnote` is highly correlated with `hospital_overall_rating_footnote`	High correlation
`hospital_overall_rating_footnote` is highly correlated with `patient_experience_national_comparison_footnote`	High correlation
`meets_criteria_for_meaningful_use_of_ehrs` has 1551 (29.2%) missing values	Missing
`hospital_overall_rating_footnote` has 3500 (65.9%) missing values	Missing
`mortality_national_comparison_footnote` has 3331 (62.7%) missing values	Missing
`safety_of_care_national_comparison_footnote` has 2602 (49.0%) missing values	Missing
`readmission_national_comparison_footnote` has 3718 (70.0%) missing values	Missing
`patient_experience_national_comparison_footnote` has 3349 (63.0%) missing values	Missing
`effectiveness_of_care_national_comparison_footnote` has 3271 (61.6%) missing values	Missing
`timeliness_of_care_national_comparison_footnote` has 3831 (72.1%) missing values	Missing
`efficient_use_of_medical_imaging_national_comparison_footnote` has 3057 (57.5%) missing values	Missing
`location` has 404 (7.6%) missing values	Missing
`hospital_name` is uniformly distributed	Uniform
`address` is uniformly distributed	Uniform
`phone_number` is uniformly distributed	Uniform
`location` is uniformly distributed	Uniform
`provider_id` has unique values	Unique

Reproduction

Analysis started	2020-12-02 17:37:21.749907
Analysis finished	2020-12-02 17:37:33.786035
Duration	12.04 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

provider_id
Categorical

UNIQUE

Distinct	5314
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

314018	1
150091	1
391302	1
150010	1
171372	1
Other values (5309)	5309

Common Values
Overview

Value	Count	Frequency (%)
314018	1	< 0.1%
150091	1	< 0.1%
391302	1	< 0.1%
150010	1	< 0.1%
171372	1	< 0.1%
050042	1	< 0.1%
210027	1	< 0.1%
370112	1	< 0.1%
360026	1	< 0.1%
424007	1	< 0.1%
060013	1	< 0.1%
050515	1	< 0.1%
340040	1	< 0.1%
050038	1	< 0.1%
360017	1	< 0.1%
314020	1	< 0.1%
521311	1	< 0.1%
060114	1	< 0.1%
160153	1	< 0.1%
100007	1	< 0.1%
281323	1	< 0.1%
241374	1	< 0.1%
181321	1	< 0.1%
390162	1	< 0.1%
420010	1	< 0.1%
Other values (5289)	5289	99.5%

Frequencies of value counts

Unique

Unique	5314 ?
Unique (%)	100.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	8475	26.6%
1	5465	17.1%
3	4424	13.9%
4	3135	9.8%
2	2835	8.9%
5	2324	7.3%
6	1524	4.8%
7	1330	4.2%
9	1228	3.9%
8	1109	3.5%
F	35	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31849	99.9%
Uppercase Letter	35	0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	8475	26.6%
1	5465	17.2%
3	4424	13.9%
4	3135	9.8%
2	2835	8.9%
5	2324	7.3%
6	1524	4.8%
7	1330	4.2%
9	1228	3.9%
8	1109	3.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	35	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31849	99.9%
Latin	35	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
0	8475	26.6%
1	5465	17.2%
3	4424	13.9%
4	3135	9.8%
2	2835	8.9%
5	2324	7.3%
6	1524	4.8%
7	1330	4.2%
9	1228	3.9%
8	1109	3.5%

Most frequent Latin characters

Value	Count	Frequency (%)
F	35	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31884	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	8475	26.6%
1	5465	17.1%
3	4424	13.9%
4	3135	9.8%
2	2835	8.9%
5	2324	7.3%
6	1524	4.8%
7	1330	4.2%
9	1228	3.9%
8	1109	3.5%
F	35	0.1%

hospital_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	5152
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

MEMORIAL HOSPITAL	12
GOOD SAMARITAN HOSPITAL	6
COMMUNITY MEMORIAL HOSPITAL	6
ST JOSEPH HOSPITAL	6
MEMORIAL MEDICAL CENTER	5
Other values (5147)	5279

Common Values
Overview

Value	Count	Frequency (%)
MEMORIAL HOSPITAL	12	0.2%
GOOD SAMARITAN HOSPITAL	6	0.1%
COMMUNITY MEMORIAL HOSPITAL	6	0.1%
ST JOSEPH HOSPITAL	6	0.1%
MEMORIAL MEDICAL CENTER	5	0.1%
ST JOSEPH'S HOSPITAL	5	0.1%
ST JOSEPH MEDICAL CENTER	5	0.1%
SHRINERS HOSPITALS FOR CHILDREN	5	0.1%
ST MARY MEDICAL CENTER	4	0.1%
COMMUNITY HOSPITAL	4	0.1%
ST FRANCIS HOSPITAL	4	0.1%
HOLY CROSS HOSPITAL	4	0.1%
ST LUKES HOSPITAL	4	0.1%
MERCY MEDICAL CENTER	4	0.1%
CITIZENS MEDICAL CENTER	3	0.1%
HIGHLAND HOSPITAL	3	0.1%
MERCY REGIONAL MEDICAL CENTER	3	0.1%
WAYNE MEMORIAL HOSPITAL	3	0.1%
MARION GENERAL HOSPITAL	3	0.1%
SHRINERS HOSPITAL FOR CHILDREN	3	0.1%
JOHNSON MEMORIAL HOSPITAL	3	0.1%
ST FRANCIS MEDICAL CENTER	3	0.1%
NORTHWEST MEDICAL CENTER	3	0.1%
GRADY MEMORIAL HOSPITAL	3	0.1%
COLUMBUS COMMUNITY HOSPITAL	3	0.1%
Other values (5127)	5207	98.0%

Frequencies of value counts

Unique

Unique	5054 ?
Unique (%)	95.1%

Histogram of lengths of the category

Length

Max length	72
Median length	28
Mean length	28.67331577
Min length	5

Overview of Unicode Properties

Unique unicode characters	68
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	15474	10.2%
E	14066	9.2%
A	13541	8.9%
T	11233	7.4%
I	11035	7.2%
L	10407	6.8%
O	9532	6.3%
S	8567	5.6%
N	8508	5.6%
R	8343	5.5%
H	7445	4.9%
C	7216	4.7%
M	5110	3.4%
P	4382	2.9%
D	3556	2.3%
U	2423	1.6%
Y	2180	1.4%
G	1767	1.2%
V	1313	0.9%
B	1264	0.8%
W	1025	0.7%
F	985	0.6%
K	858	0.6%
-	415	0.3%
J	284	0.2%
Other values (43)	1441	0.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	135305	88.8%
Space Separator	15474	10.2%
Other Punctuation	570	0.4%
Lowercase Letter	515	0.3%
Dash Punctuation	415	0.3%
Open Punctuation	30	< 0.1%
Close Punctuation	30	< 0.1%
Decimal Number	28	< 0.1%
Math Symbol	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	14066	10.4%
A	13541	10.0%
T	11233	8.3%
I	11035	8.2%
L	10407	7.7%
O	9532	7.0%
S	8567	6.3%
N	8508	6.3%
R	8343	6.2%
H	7445	5.5%
C	7216	5.3%
M	5110	3.8%
P	4382	3.2%
D	3556	2.6%
U	2423	1.8%
Y	2180	1.6%
G	1767	1.3%
V	1313	1.0%
B	1264	0.9%
W	1025	0.8%
F	985	0.7%
K	858	0.6%
J	284	0.2%
X	136	0.1%
Z	91	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	15474	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	415	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	194	34.0%
,	190	33.3%
&	106	18.6%
.	54	9.5%
/	23	4.0%
#	3	0.5%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	30	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	30	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	3	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	63	12.2%
a	49	9.5%
r	45	8.7%
o	45	8.7%
n	43	8.3%
i	42	8.2%
l	39	7.6%
t	37	7.2%
d	24	4.7%
s	23	4.5%
m	14	2.7%
c	13	2.5%
u	13	2.5%
h	12	2.3%
p	12	2.3%
g	10	1.9%
w	8	1.6%
y	7	1.4%
k	5	1.0%
v	4	0.8%
f	4	0.8%
b	2	0.4%
j	1	0.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	12	42.9%
9	3	10.7%
6	3	10.7%
8	3	10.7%
7	2	7.1%
0	2	7.1%
3	2	7.1%
2	1	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	135820	89.1%
Common	16550	10.9%

Most frequent Latin characters

Value	Count	Frequency (%)
E	14066	10.4%
A	13541	10.0%
T	11233	8.3%
I	11035	8.1%
L	10407	7.7%
O	9532	7.0%
S	8567	6.3%
N	8508	6.3%
R	8343	6.1%
H	7445	5.5%
C	7216	5.3%
M	5110	3.8%
P	4382	3.2%
D	3556	2.6%
U	2423	1.8%
Y	2180	1.6%
G	1767	1.3%
V	1313	1.0%
B	1264	0.9%
W	1025	0.8%
F	985	0.7%
K	858	0.6%
J	284	0.2%
X	136	0.1%
Z	91	0.1%
Other values (24)	553	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	15474	93.5%
-	415	2.5%
'	194	1.2%
,	190	1.1%
&	106	0.6%
.	54	0.3%
(	30	0.2%
)	30	0.2%
/	23	0.1%
1	12	0.1%
+	3	< 0.1%
#	3	< 0.1%
9	3	< 0.1%
6	3	< 0.1%
8	3	< 0.1%
7	2	< 0.1%
0	2	< 0.1%
3	2	< 0.1%
2	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	152370	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	15474	10.2%
E	14066	9.2%
A	13541	8.9%
T	11233	7.4%
I	11035	7.2%
L	10407	6.8%
O	9532	6.3%
S	8567	5.6%
N	8508	5.6%
R	8343	5.5%
H	7445	4.9%
C	7216	4.7%
M	5110	3.4%
P	4382	2.9%
D	3556	2.3%
U	2423	1.6%
Y	2180	1.4%
G	1767	1.2%
V	1313	0.9%
B	1264	0.8%
W	1025	0.7%
F	985	0.6%
K	858	0.6%
-	415	0.3%
J	284	0.2%
Other values (43)	1441	0.9%

address
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	5287
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

100 HOSPITAL DRIVE	8
100 MEDICAL CENTER DRIVE	4
200 HOSPITAL DRIVE	4
1 MEDICAL CENTER DRIVE	3
ONE HOSPITAL DRIVE	3
Other values (5282)	5292

Common Values
Overview

Value	Count	Frequency (%)
100 HOSPITAL DRIVE	8	0.2%
100 MEDICAL CENTER DRIVE	4	0.1%
200 HOSPITAL DRIVE	4	0.1%
1 MEDICAL CENTER DRIVE	3	0.1%
ONE HOSPITAL DRIVE	3	0.1%
800 WASHINGTON STREET	2	< 0.1%
1000 MEDICAL CENTER DRIVE	2	< 0.1%
11100 EUCLID AVENUE	2	< 0.1%
100 MEDICAL DRIVE	2	< 0.1%
500 HOSPITAL DRIVE	2	< 0.1%
101 HOSPITAL DRIVE	2	< 0.1%
200 SOMERSET STREET	2	< 0.1%
100 HOSPITAL ROAD	2	< 0.1%
175 HOSPITAL DRIVE	2	< 0.1%
300 WILSON STREET	2	< 0.1%
1500 NORTH JAMES STREET	1	< 0.1%
4725 N FEDERAL HWY	1	< 0.1%
869 NORTH CHERRY STREET	1	< 0.1%
9 HOPE AVENUE	1	< 0.1%
1221 WHIPPLE ST	1	< 0.1%
1201 BISHOP ST, PO BOX 310	1	< 0.1%
240 SOUTH MAIN STREET	1	< 0.1%
CARR 506 KM 1 0	1	< 0.1%
707 14TH ST	1	< 0.1%
633 MDG 77 Nealy Ave	1	< 0.1%
Other values (5262)	5262	99.0%

Frequencies of value counts

Unique

Unique	5272 ?
Unique (%)	99.2%

Histogram of lengths of the category

Length

Max length	50
Median length	19
Mean length	19.36206248
Min length	7

Overview of Unicode Properties

Unique unicode characters	67
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	14649	14.2%
E	9063	8.8%
T	6523	6.3%
A	5923	5.8%
R	5802	5.6%
0	5079	4.9%
S	5050	4.9%
O	4252	4.1%
1	4193	4.1%
N	4120	4.0%
I	3229	3.1%
D	2953	2.9%
L	2931	2.8%
H	2661	2.6%
V	2248	2.2%
2	2203	2.1%
5	2038	2.0%
U	1859	1.8%
W	1706	1.7%
3	1617	1.6%
C	1602	1.6%
4	1293	1.3%
M	1276	1.2%
P	1200	1.2%
B	1158	1.1%
Other values (42)	8262	8.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	67150	65.3%
Decimal Number	20403	19.8%
Space Separator	14649	14.2%
Lowercase Letter	358	0.3%
Other Punctuation	263	0.3%
Dash Punctuation	55	0.1%
Open Punctuation	6	< 0.1%
Close Punctuation	6	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	5079	24.9%
1	4193	20.6%
2	2203	10.8%
5	2038	10.0%
3	1617	7.9%
4	1293	6.3%
6	1101	5.4%
7	1051	5.2%
8	933	4.6%
9	895	4.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	14649	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	9063	13.5%
T	6523	9.7%
A	5923	8.8%
R	5802	8.6%
S	5050	7.5%
O	4252	6.3%
N	4120	6.1%
I	3229	4.8%
D	2953	4.4%
L	2931	4.4%
H	2661	4.0%
V	2248	3.3%
U	1859	2.8%
W	1706	2.5%
C	1602	2.4%
M	1276	1.9%
P	1200	1.8%
B	1158	1.7%
Y	976	1.5%
G	890	1.3%
K	739	1.1%
F	485	0.7%
X	267	0.4%
J	145	0.2%
Z	69	0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	55	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	158	60.1%
.	32	12.2%
'	25	9.5%
#	18	6.8%
/	15	5.7%
&	15	5.7%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	6	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	6	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	52	14.5%
o	39	10.9%
r	37	10.3%
a	31	8.7%
t	29	8.1%
i	28	7.8%
l	24	6.7%
n	20	5.6%
s	17	4.7%
d	16	4.5%
v	12	3.4%
u	10	2.8%
c	9	2.5%
h	8	2.2%
g	6	1.7%
k	6	1.7%
y	5	1.4%
p	5	1.4%
m	2	0.6%
b	1	0.3%
w	1	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67508	65.6%
Common	35382	34.4%

Most frequent Common characters

Value	Count	Frequency (%)
	14649	41.4%
0	5079	14.4%
1	4193	11.9%
2	2203	6.2%
5	2038	5.8%
3	1617	4.6%
4	1293	3.7%
6	1101	3.1%
7	1051	3.0%
8	933	2.6%
9	895	2.5%
,	158	0.4%
-	55	0.2%
.	32	0.1%
'	25	0.1%
#	18	0.1%
/	15	< 0.1%
&	15	< 0.1%
(	6	< 0.1%
)	6	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
E	9063	13.4%
T	6523	9.7%
A	5923	8.8%
R	5802	8.6%
S	5050	7.5%
O	4252	6.3%
N	4120	6.1%
I	3229	4.8%
D	2953	4.4%
L	2931	4.3%
H	2661	3.9%
V	2248	3.3%
U	1859	2.8%
W	1706	2.5%
C	1602	2.4%
M	1276	1.9%
P	1200	1.8%
B	1158	1.7%
Y	976	1.4%
G	890	1.3%
K	739	1.1%
F	485	0.7%
X	267	0.4%
J	145	0.2%
Z	69	0.1%
Other values (22)	381	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102890	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	14649	14.2%
E	9063	8.8%
T	6523	6.3%
A	5923	5.8%
R	5802	5.6%
0	5079	4.9%
S	5050	4.9%
O	4252	4.1%
1	4193	4.1%
N	4120	4.0%
I	3229	3.1%
D	2953	2.9%
L	2931	2.8%
H	2661	2.6%
V	2248	2.2%
2	2203	2.1%
5	2038	2.0%
U	1859	1.8%
W	1706	1.7%
3	1617	1.6%
C	1602	1.6%
4	1293	1.3%
M	1276	1.2%
P	1200	1.2%
B	1158	1.1%
Other values (42)	8262	8.0%

city
Categorical

HIGH CARDINALITY

Distinct	3050
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

CHICAGO	33
HOUSTON	32
COLUMBUS	23
PHILADELPHIA	22
LOS ANGELES	21
Other values (3045)	5183

Common Values
Overview

Value	Count	Frequency (%)
CHICAGO	33	0.6%
HOUSTON	32	0.6%
COLUMBUS	23	0.4%
PHILADELPHIA	22	0.4%
LOS ANGELES	21	0.4%
SPRINGFIELD	20	0.4%
PHOENIX	19	0.4%
LAS VEGAS	18	0.3%
BALTIMORE	18	0.3%
OKLAHOMA CITY	18	0.3%
SAN ANTONIO	17	0.3%
DALLAS	17	0.3%
AUSTIN	17	0.3%
WASHINGTON	17	0.3%
JACKSON	17	0.3%
NEW YORK	16	0.3%
GREENVILLE	15	0.3%
COLUMBIA	14	0.3%
INDIANAPOLIS	14	0.3%
JACKSONVILLE	14	0.3%
TULSA	13	0.2%
BROOKLYN	13	0.2%
LAFAYETTE	13	0.2%
BOSTON	13	0.2%
CINCINNATI	13	0.2%
Other values (3025)	4867	91.6%

Frequencies of value counts

Unique

Unique	2219 ?
Unique (%)	41.8%

Histogram of lengths of the category

Length

Max length	20
Median length	8
Mean length	8.617049304
Min length	3

Overview of Unicode Properties

Unique unicode characters	53
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	4418	9.6%
E	4320	9.4%
N	3736	8.2%
O	3675	8.0%
L	3464	7.6%
R	3078	6.7%
I	2892	6.3%
S	2597	5.7%
T	2564	5.6%
C	1565	3.4%
D	1324	2.9%
H	1307	2.9%
	1283	2.8%
M	1185	2.6%
U	1162	2.5%
G	1113	2.4%
B	1022	2.2%
P	885	1.9%
W	817	1.8%
K	739	1.6%
Y	718	1.6%
V	711	1.6%
F	585	1.3%
J	137	0.3%
X	110	0.2%
Other values (28)	384	0.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	44227	96.6%
Space Separator	1283	2.8%
Lowercase Letter	273	0.6%
Dash Punctuation	5	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	4418	10.0%
E	4320	9.8%
N	3736	8.4%
O	3675	8.3%
L	3464	7.8%
R	3078	7.0%
I	2892	6.5%
S	2597	5.9%
T	2564	5.8%
C	1565	3.5%
D	1324	3.0%
H	1307	3.0%
M	1185	2.7%
U	1162	2.6%
G	1113	2.5%
B	1022	2.3%
P	885	2.0%
W	817	1.8%
K	739	1.7%
Y	718	1.6%
V	711	1.6%
F	585	1.3%
J	137	0.3%
X	110	0.2%
Z	57	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1283	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	3	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	41	15.0%
r	31	11.4%
t	30	11.0%
e	25	9.2%
n	23	8.4%
a	22	8.1%
l	18	6.6%
i	17	6.2%
s	10	3.7%
g	8	2.9%
m	8	2.9%
d	7	2.6%
u	6	2.2%
w	4	1.5%
h	4	1.5%
y	3	1.1%
k	3	1.1%
p	3	1.1%
f	2	0.7%
c	2	0.7%
v	2	0.7%
b	2	0.7%
x	1	0.4%
j	1	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44500	97.2%
Common	1291	2.8%

Most frequent Latin characters

Value	Count	Frequency (%)
A	4418	9.9%
E	4320	9.7%
N	3736	8.4%
O	3675	8.3%
L	3464	7.8%
R	3078	6.9%
I	2892	6.5%
S	2597	5.8%
T	2564	5.8%
C	1565	3.5%
D	1324	3.0%
H	1307	2.9%
M	1185	2.7%
U	1162	2.6%
G	1113	2.5%
B	1022	2.3%
P	885	2.0%
W	817	1.8%
K	739	1.7%
Y	718	1.6%
V	711	1.6%
F	585	1.3%
J	137	0.3%
X	110	0.2%
Z	57	0.1%
Other values (25)	319	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
	1283	99.4%
-	5	0.4%
'	3	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45791	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	4418	9.6%
E	4320	9.4%
N	3736	8.2%
O	3675	8.0%
L	3464	7.6%
R	3078	6.7%
I	2892	6.3%
S	2597	5.7%
T	2564	5.6%
C	1565	3.4%
D	1324	2.9%
H	1307	2.9%
	1283	2.8%
M	1185	2.6%
U	1162	2.5%
G	1113	2.4%
B	1022	2.2%
P	885	1.9%
W	817	1.8%
K	739	1.6%
Y	718	1.6%
V	711	1.6%
F	585	1.3%
J	137	0.3%
X	110	0.2%
Other values (28)	384	0.8%

state
Categorical

HIGH CARDINALITY

Distinct	56
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

TX	449
CA	378
FL	209
OH	194
IL	193
Other values (51)	3891

Common Values
Overview

Value	Count	Frequency (%)
TX	449	8.4%
CA	378	7.1%
FL	209	3.9%
OH	194	3.7%
IL	193	3.6%
NY	191	3.6%
PA	188	3.5%
LA	153	2.9%
GA	148	2.8%
IN	145	2.7%
MI	144	2.7%
KS	140	2.6%
MN	137	2.6%
WI	136	2.6%
OK	130	2.4%
MO	122	2.3%
NC	118	2.2%
TN	117	2.2%
IA	117	2.2%
KY	102	1.9%
WA	100	1.9%
MS	100	1.9%
AL	97	1.8%
CO	94	1.8%
VA	94	1.8%
Other values (31)	1318	24.8%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	1558	14.7%
N	1045	9.8%
I	820	7.7%
M	784	7.4%
T	735	6.9%
C	703	6.6%
L	652	6.1%
O	602	5.7%
X	449	4.2%
K	397	3.7%
S	367	3.5%
Y	321	3.0%
W	318	3.0%
P	247	2.3%
H	247	2.3%
D	228	2.1%
R	218	2.1%
V	211	2.0%
F	209	2.0%
G	150	1.4%
E	139	1.3%
Z	93	0.9%
J	80	0.8%
U	55	0.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10628	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	1558	14.7%
N	1045	9.8%
I	820	7.7%
M	784	7.4%
T	735	6.9%
C	703	6.6%
L	652	6.1%
O	602	5.7%
X	449	4.2%
K	397	3.7%
S	367	3.5%
Y	321	3.0%
W	318	3.0%
P	247	2.3%
H	247	2.3%
D	228	2.1%
R	218	2.1%
V	211	2.0%
F	209	2.0%
G	150	1.4%
E	139	1.3%
Z	93	0.9%
J	80	0.8%
U	55	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10628	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	1558	14.7%
N	1045	9.8%
I	820	7.7%
M	784	7.4%
T	735	6.9%
C	703	6.6%
L	652	6.1%
O	602	5.7%
X	449	4.2%
K	397	3.7%
S	367	3.5%
Y	321	3.0%
W	318	3.0%
P	247	2.3%
H	247	2.3%
D	228	2.1%
R	218	2.1%
V	211	2.0%
F	209	2.0%
G	150	1.4%
E	139	1.3%
Z	93	0.9%
J	80	0.8%
U	55	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10628	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	1558	14.7%
N	1045	9.8%
I	820	7.7%
M	784	7.4%
T	735	6.9%
C	703	6.6%
L	652	6.1%
O	602	5.7%
X	449	4.2%
K	397	3.7%
S	367	3.5%
Y	321	3.0%
W	318	3.0%
P	247	2.3%
H	247	2.3%
D	228	2.1%
R	218	2.1%
V	211	2.0%
F	209	2.0%
G	150	1.4%
E	139	1.3%
Z	93	0.9%
J	80	0.8%
U	55	0.5%

zip_code
Real number (ℝ_≥0)

Distinct	4678
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	53803.85736
Minimum	603
Maximum	99929
Zeros	0
Zeros (%)	0.0%
Memory size	41.6 KiB

Quantile statistics

Minimum	603
5-th percentile	6967.7
Q1	32566.25
median	55096.5
Q3	76119.75
95-th percentile	95501
Maximum	99929
Range	99326
Interquartile range (IQR)	43553.5

Descriptive statistics

Standard deviation	27099.22452
Coefficient of variation (CV)	0.5036669461
Kurtosis	-0.992052323
Mean	53803.85736
Median Absolute Deviation (MAD)	21807
Skewness	-0.1603194428
Sum	285913698
Variance	734367969.7
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77030	6	0.1%
70508	5	0.1%
76104	5	0.1%
99508	5	0.1%
75093	5	0.1%
32216	4	0.1%
77090	4	0.1%
4401	4	0.1%
48201	4	0.1%
78550	4	0.1%
72205	4	0.1%
11203	4	0.1%
71301	4	0.1%
39301	4	0.1%
19104	4	0.1%
79902	4	0.1%
90806	4	0.1%
63110	4	0.1%
74133	4	0.1%
71103	4	0.1%
73120	4	0.1%
13210	3	0.1%
35233	3	0.1%
72703	3	0.1%
44122	3	0.1%
Other values (4653)	5212	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
603	1	< 0.1%
613	1	< 0.1%
614	1	< 0.1%
623	1	< 0.1%
631	1	< 0.1%
641	1	< 0.1%
674	2	< 0.1%
676	1	< 0.1%
681	2	< 0.1%
682	1	< 0.1%

Value	Count	Frequency (%)
99929	1	< 0.1%
99901	1	< 0.1%
99835	1	< 0.1%
99833	1	< 0.1%
99801	1	< 0.1%
99762	1	< 0.1%
99752	1	< 0.1%
99723	1	< 0.1%
99703	1	< 0.1%
99701	1	< 0.1%

county_name
Categorical

HIGH CARDINALITY

Distinct	1568
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

LOS ANGELES	90
COOK	59
JEFFERSON	56
MONTGOMERY	53
WASHINGTON	50
Other values (1563)	5006

Common Values
Overview

Value	Count	Frequency (%)
LOS ANGELES	90	1.7%
COOK	59	1.1%
JEFFERSON	56	1.1%
MONTGOMERY	53	1.0%
WASHINGTON	50	0.9%
HARRIS	46	0.9%
MARICOPA	45	0.8%
ORANGE	44	0.8%
FRANKLIN	42	0.8%
CLARK	37	0.7%
MARION	33	0.6%
WAYNE	33	0.6%
JACKSON	32	0.6%
LAKE	32	0.6%
DALLAS	31	0.6%
MADISON	30	0.6%
SUFFOLK	29	0.5%
LINCOLN	28	0.5%
HAMILTON	28	0.5%
TARRANT	26	0.5%
DOUGLAS	25	0.5%
MIDDLESEX	24	0.5%
MONROE	24	0.5%
JOHNSON	24	0.5%
SAN JUAN	24	0.5%
Other values (1543)	4369	82.2%

Frequencies of value counts

Unique

Unique	750 ?
Unique (%)	14.1%

Histogram of lengths of the category

Length

Max length	25
Median length	7
Mean length	7.341926985
Min length	3

Overview of Unicode Properties

Unique unicode characters	29
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	4420	11.3%
E	3653	9.4%
N	3278	8.4%
O	3232	8.3%
R	2695	6.9%
L	2631	6.7%
S	2399	6.1%
I	2133	5.5%
T	1791	4.6%
C	1549	4.0%
M	1252	3.2%
H	1236	3.2%
D	1170	3.0%
U	1005	2.6%
G	934	2.4%
K	862	2.2%
B	790	2.0%
	725	1.9%
W	690	1.8%
P	621	1.6%
Y	596	1.5%
F	542	1.4%
V	288	0.7%
J	200	0.5%
X	124	0.3%
Other values (4)	199	0.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	38172	97.8%
Space Separator	725	1.9%
Other Punctuation	96	0.2%
Dash Punctuation	22	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	4420	11.6%
E	3653	9.6%
N	3278	8.6%
O	3232	8.5%
R	2695	7.1%
L	2631	6.9%
S	2399	6.3%
I	2133	5.6%
T	1791	4.7%
C	1549	4.1%
M	1252	3.3%
H	1236	3.2%
D	1170	3.1%
U	1005	2.6%
G	934	2.4%
K	862	2.3%
B	790	2.1%
W	690	1.8%
P	621	1.6%
Y	596	1.6%
F	542	1.4%
V	288	0.8%
J	200	0.5%
X	124	0.3%
Z	42	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	725	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	96	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	38172	97.8%
Common	843	2.2%

Most frequent Latin characters

Value	Count	Frequency (%)
A	4420	11.6%
E	3653	9.6%
N	3278	8.6%
O	3232	8.5%
R	2695	7.1%
L	2631	6.9%
S	2399	6.3%
I	2133	5.6%
T	1791	4.7%
C	1549	4.1%
M	1252	3.3%
H	1236	3.2%
D	1170	3.1%
U	1005	2.6%
G	934	2.4%
K	862	2.3%
B	790	2.1%
W	690	1.8%
P	621	1.6%
Y	596	1.6%
F	542	1.4%
V	288	0.8%
J	200	0.5%
X	124	0.3%
Z	42	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	725	86.0%
.	96	11.4%
-	22	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39015	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	4420	11.3%
E	3653	9.4%
N	3278	8.4%
O	3232	8.3%
R	2695	6.9%
L	2631	6.7%
S	2399	6.1%
I	2133	5.5%
T	1791	4.6%
C	1549	4.0%
M	1252	3.2%
H	1236	3.2%
D	1170	3.0%
U	1005	2.6%
G	934	2.4%
K	862	2.2%
B	790	2.0%
	725	1.9%
W	690	1.8%
P	621	1.6%
Y	596	1.5%
F	542	1.4%
V	288	0.7%
J	200	0.5%
X	124	0.3%
Other values (4)	199	0.5%

phone_number
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	5296
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

(859) 239-2409	2
(216) 844-1000	2
(443) 643-3303	2
(425) 821-2000	2
(803) 296-2548	2
Other values (5291)	5304

Common Values
Overview

Value	Count	Frequency (%)
(859) 239-2409	2	< 0.1%
(216) 844-1000	2	< 0.1%
(443) 643-3303	2	< 0.1%
(425) 821-2000	2	< 0.1%
(803) 296-2548	2	< 0.1%
(864) 560-6554	2	< 0.1%
(763) 389-6481	2	< 0.1%
(512) 324-0000	2	< 0.1%
(702) 873-2400	2	< 0.1%
(952) 892-2101	2	< 0.1%
(415) 600-6000	2	< 0.1%
(702) 616-5000	2	< 0.1%
(787) 535-1001	2	< 0.1%
(315) 787-4175	2	< 0.1%
(210) 704-3342	2	< 0.1%
(414) 585-1374	2	< 0.1%
(218) 681-4240	2	< 0.1%
(707) 445-8121	2	< 0.1%
(940) 759-2271	1	< 0.1%
(971) 310-1000	1	< 0.1%
(816) 470-5432	1	< 0.1%
(208) 547-3341	1	< 0.1%
(903) 763-4500	1	< 0.1%
(402) 582-4245	1	< 0.1%
(856) 374-6500	1	< 0.1%
Other values (5271)	5271	99.2%

Frequencies of value counts

Unique

Unique	5278 ?
Unique (%)	99.3%

Histogram of lengths of the category

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories	5 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	9623	12.9%
1	5907	7.9%
2	5786	7.8%
3	5323	7.2%
(	5314	7.1%
)	5314	7.1%
	5314	7.1%
-	5314	7.1%
5	5097	6.9%
4	4806	6.5%
7	4760	6.4%
6	4512	6.1%
8	4294	5.8%
9	3032	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	53140	71.4%
Open Punctuation	5314	7.1%
Close Punctuation	5314	7.1%
Space Separator	5314	7.1%
Dash Punctuation	5314	7.1%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	5314	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	9623	18.1%
1	5907	11.1%
2	5786	10.9%
3	5323	10.0%
5	5097	9.6%
4	4806	9.0%
7	4760	9.0%
6	4512	8.5%
8	4294	8.1%
9	3032	5.7%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	5314	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	5314	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5314	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74396	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	9623	12.9%
1	5907	7.9%
2	5786	7.8%
3	5323	7.2%
(	5314	7.1%
)	5314	7.1%
	5314	7.1%
-	5314	7.1%
5	5097	6.9%
4	4806	6.5%
7	4760	6.4%
6	4512	6.1%
8	4294	5.8%
9	3032	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74396	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	9623	12.9%
1	5907	7.9%
2	5786	7.8%
3	5323	7.2%
(	5314	7.1%
)	5314	7.1%
	5314	7.1%
-	5314	7.1%
5	5097	6.9%
4	4806	6.5%
7	4760	6.4%
6	4512	6.1%
8	4294	5.8%
9	3032	4.1%

hospital_type
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Acute Care Hospitals	3256
Critical Access Hospitals	1355
Psychiatric	573
Childrens	95
Acute Care - Department of Defense	35

Value	Count	Frequency (%)
Acute Care Hospitals	3256	61.3%
Critical Access Hospitals	1355	25.5%
Psychiatric	573	10.8%
Childrens	95	1.8%
Acute Care - Department of Defense	35	0.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	34
Median length	20
Mean length	20.20003764
Min length	9

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
s	12635	11.8%
t	9900	9.2%
a	9865	9.2%
	9397	8.8%
i	8562	8.0%
c	8502	7.9%
e	8207	7.6%
l	6061	5.6%
r	5349	5.0%
C	4741	4.4%
A	4646	4.3%
o	4646	4.3%
p	4646	4.3%
H	4611	4.3%
u	3291	3.1%
h	668	0.6%
P	573	0.5%
y	573	0.5%
n	165	0.2%
d	95	0.1%
D	70	0.1%
f	70	0.1%
-	35	< 0.1%
m	35	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	83270	77.6%
Uppercase Letter	14641	13.6%
Space Separator	9397	8.8%
Dash Punctuation	35	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	4741	32.4%
A	4646	31.7%
H	4611	31.5%
P	573	3.9%
D	70	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	12635	15.2%
t	9900	11.9%
a	9865	11.8%
i	8562	10.3%
c	8502	10.2%
e	8207	9.9%
l	6061	7.3%
r	5349	6.4%
o	4646	5.6%
p	4646	5.6%
u	3291	4.0%
h	668	0.8%
y	573	0.7%
n	165	0.2%
d	95	0.1%
f	70	0.1%
m	35	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	9397	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	35	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	97911	91.2%
Common	9432	8.8%

Most frequent Latin characters

Value	Count	Frequency (%)
s	12635	12.9%
t	9900	10.1%
a	9865	10.1%
i	8562	8.7%
c	8502	8.7%
e	8207	8.4%
l	6061	6.2%
r	5349	5.5%
C	4741	4.8%
A	4646	4.7%
o	4646	4.7%
p	4646	4.7%
H	4611	4.7%
u	3291	3.4%
h	668	0.7%
P	573	0.6%
y	573	0.6%
n	165	0.2%
d	95	0.1%
D	70	0.1%
f	70	0.1%
m	35	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	9397	99.6%
-	35	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107343	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
s	12635	11.8%
t	9900	9.2%
a	9865	9.2%
	9397	8.8%
i	8562	8.0%
c	8502	7.9%
e	8207	7.6%
l	6061	5.6%
r	5349	5.0%
C	4741	4.4%
A	4646	4.3%
o	4646	4.3%
p	4646	4.3%
H	4611	4.3%
u	3291	3.1%
h	668	0.6%
P	573	0.5%
y	573	0.5%
n	165	0.2%
d	95	0.1%
D	70	0.1%
f	70	0.1%
-	35	< 0.1%
m	35	< 0.1%

hospital_ownership
Categorical

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Voluntary non-profit - Private	2227
Proprietary	1031
Government - Hospital District or Authority	536
Government - Local	419
Voluntary non-profit - Other	408
Other values (6)	693

Common Values
Overview

Value	Count	Frequency (%)
Voluntary non-profit - Private	2227	41.9%
Proprietary	1031	19.4%
Government - Hospital District or Authority	536	10.1%
Government - Local	419	7.9%
Voluntary non-profit - Other	408	7.7%
Voluntary non-profit - Church	321	6.0%
Government - State	208	3.9%
Physician	73	1.4%
Government - Federal	47	0.9%
Department of Defense	35	0.7%
Tribal	9	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	43
Median length	30
Mean length	25.51825367
Min length	6

Overview of Unicode Properties

Unique unicode characters	33
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
r	14870	11.0%
t	13954	10.3%
o	13171	9.7%
	12966	9.6%
n	11431	8.4%
i	8513	6.3%
a	7541	5.6%
-	7122	5.3%
e	6563	4.8%
y	4596	3.4%
p	4558	3.4%
l	3967	2.9%
u	3813	2.8%
v	3437	2.5%
P	3331	2.5%
f	3026	2.2%
V	2956	2.2%
h	1659	1.2%
c	1349	1.0%
m	1245	0.9%
G	1210	0.9%
s	1180	0.9%
D	606	0.4%
H	536	0.4%
A	536	0.4%
Other values (8)	1468	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	104929	77.4%
Space Separator	12966	9.6%
Uppercase Letter	10587	7.8%
Dash Punctuation	7122	5.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	3331	31.5%
V	2956	27.9%
G	1210	11.4%
D	606	5.7%
H	536	5.1%
A	536	5.1%
L	419	4.0%
O	408	3.9%
C	321	3.0%
S	208	2.0%
F	47	0.4%
T	9	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	14870	14.2%
t	13954	13.3%
o	13171	12.6%
n	11431	10.9%
i	8513	8.1%
a	7541	7.2%
e	6563	6.3%
y	4596	4.4%
p	4558	4.3%
l	3967	3.8%
u	3813	3.6%
v	3437	3.3%
f	3026	2.9%
h	1659	1.6%
c	1349	1.3%
m	1245	1.2%
s	1180	1.1%
d	47	< 0.1%
b	9	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	12966	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	7122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115516	85.2%
Common	20088	14.8%

Most frequent Latin characters

Value	Count	Frequency (%)
r	14870	12.9%
t	13954	12.1%
o	13171	11.4%
n	11431	9.9%
i	8513	7.4%
a	7541	6.5%
e	6563	5.7%
y	4596	4.0%
p	4558	3.9%
l	3967	3.4%
u	3813	3.3%
v	3437	3.0%
P	3331	2.9%
f	3026	2.6%
V	2956	2.6%
h	1659	1.4%
c	1349	1.2%
m	1245	1.1%
G	1210	1.0%
s	1180	1.0%
D	606	0.5%
H	536	0.5%
A	536	0.5%
L	419	0.4%
O	408	0.4%
Other values (6)	641	0.6%

Most frequent Common characters

Value	Count	Frequency (%)
	12966	64.5%
-	7122	35.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135604	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
r	14870	11.0%
t	13954	10.3%
o	13171	9.7%
	12966	9.6%
n	11431	8.4%
i	8513	6.3%
a	7541	5.6%
-	7122	5.3%
e	6563	4.8%
y	4596	3.4%
p	4558	3.4%
l	3967	2.9%
u	3813	2.8%
v	3437	2.5%
P	3331	2.5%
f	3026	2.2%
V	2956	2.2%
h	1659	1.2%
c	1349	1.0%
m	1245	0.9%
G	1210	0.9%
s	1180	0.9%
D	606	0.4%
H	536	0.4%
A	536	0.4%
Other values (8)	1468	1.1%

emergency_services
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.3 KiB

True	4491
False	823

Common Values
Chart

Value	Count	Frequency (%)
True	4491	84.5%
False	823	15.5%

meets_criteria_for_meaningful_use_of_ehrs
Boolean

MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	1551
Missing (%)	29.2%
Memory size	41.6 KiB

True	3763
(Missing)	1551

Common Values
Chart

Value	Count	Frequency (%)
True	3763	70.8%
(Missing)	1551	29.2%

hospital_overall_rating
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Not Available	1754
4	1131
3	1099
2	701
5	406

Value	Count	Frequency (%)
Not Available	1754	33.0%
4	1131	21.3%
3	1099	20.7%
2	701	13.2%
5	406	7.6%
1	223	4.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	13
Median length	1
Mean length	4.960858111
Min length	1

Overview of Unicode Properties

Unique unicode characters	16
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	3508	13.3%
l	3508	13.3%
N	1754	6.7%
o	1754	6.7%
t	1754	6.7%
	1754	6.7%
A	1754	6.7%
v	1754	6.7%
i	1754	6.7%
b	1754	6.7%
e	1754	6.7%
4	1131	4.3%
3	1099	4.2%
2	701	2.7%
5	406	1.5%
1	223	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17540	66.5%
Decimal Number	3560	13.5%
Uppercase Letter	3508	13.3%
Space Separator	1754	6.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
4	1131	31.8%
3	1099	30.9%
2	701	19.7%
5	406	11.4%
1	223	6.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	1754	50.0%
A	1754	50.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	3508	20.0%
l	3508	20.0%
o	1754	10.0%
t	1754	10.0%
v	1754	10.0%
i	1754	10.0%
b	1754	10.0%
e	1754	10.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1754	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21048	79.8%
Common	5314	20.2%

Most frequent Common characters

Value	Count	Frequency (%)
	1754	33.0%
4	1131	21.3%
3	1099	20.7%
2	701	13.2%
5	406	7.6%
1	223	4.2%

Most frequent Latin characters

Value	Count	Frequency (%)
a	3508	16.7%
l	3508	16.7%
N	1754	8.3%
o	1754	8.3%
t	1754	8.3%
A	1754	8.3%
v	1754	8.3%
i	1754	8.3%
b	1754	8.3%
e	1754	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26362	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	3508	13.3%
l	3508	13.3%
N	1754	6.7%
o	1754	6.7%
t	1754	6.7%
	1754	6.7%
A	1754	6.7%
v	1754	6.7%
i	1754	6.7%
b	1754	6.7%
e	1754	6.7%
4	1131	4.3%
3	1099	4.2%
2	701	2.7%
5	406	1.5%
1	223	0.8%

hospital_overall_rating_footnote
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	6
Distinct (%)	0.3%
Missing	3500
Missing (%)	65.9%
Infinite	0
Infinite (%)	0.0%

Mean	17.04134509
Minimum	5
Maximum	23
Zeros	0
Zeros (%)	0.0%
Memory size	41.6 KiB

Quantile statistics

Minimum	5
5-th percentile	16
Q1	16
median	16
Q3	19
95-th percentile	19
Maximum	23
Range	18
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.471670611
Coefficient of variation (CV)	0.1450396431
Kurtosis	11.24969774
Mean	17.04134509
Median Absolute Deviation (MAD)	0
Skewness	-2.479464924
Sum	30913
Variance	6.109155608
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
16	980	18.4%
19	695	13.1%
17	57	1.1%
5	44	0.8%
22	35	0.7%
23	3	0.1%
(Missing)	3500	65.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	44	0.8%
16	980	18.4%
17	57	1.1%
19	695	13.1%
22	35	0.7%
23	3	0.1%

Value	Count	Frequency (%)
23	3	0.1%
22	35	0.7%
19	695	13.1%
17	57	1.1%
16	980	18.4%
5	44	0.8%

mortality_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Same as the national average	2605
Not Available	1982
Above the national average	381
Below the national average	346

Value	Count	Frequency (%)
Same as the national average	2605	49.0%
Not Available	1982	37.3%
Above the national average	381	7.2%
Below the national average	346	6.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	26
Mean length	22.13172751
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	22502	19.1%
e	15310	13.0%
	14583	12.4%
t	8646	7.4%
l	7642	6.5%
n	6664	5.7%
o	6041	5.1%
v	5695	4.8%
i	5314	4.5%
h	3332	2.8%
r	3332	2.8%
g	3332	2.8%
S	2605	2.2%
m	2605	2.2%
s	2605	2.2%
A	2363	2.0%
b	2363	2.0%
N	1982	1.7%
B	346	0.3%
w	346	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	95729	81.4%
Space Separator	14583	12.4%
Uppercase Letter	7296	6.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	2605	35.7%
A	2363	32.4%
N	1982	27.2%
B	346	4.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	22502	23.5%
e	15310	16.0%
t	8646	9.0%
l	7642	8.0%
n	6664	7.0%
o	6041	6.3%
v	5695	5.9%
i	5314	5.6%
h	3332	3.5%
r	3332	3.5%
g	3332	3.5%
m	2605	2.7%
s	2605	2.7%
b	2363	2.5%
w	346	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	14583	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	103025	87.6%
Common	14583	12.4%

Most frequent Latin characters

Value	Count	Frequency (%)
a	22502	21.8%
e	15310	14.9%
t	8646	8.4%
l	7642	7.4%
n	6664	6.5%
o	6041	5.9%
v	5695	5.5%
i	5314	5.2%
h	3332	3.2%
r	3332	3.2%
g	3332	3.2%
S	2605	2.5%
m	2605	2.5%
s	2605	2.5%
A	2363	2.3%
b	2363	2.3%
N	1982	1.9%
B	346	0.3%
w	346	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	14583	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	117608	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	22502	19.1%
e	15310	13.0%
	14583	12.4%
t	8646	7.4%
l	7642	6.5%
n	6664	5.7%
o	6041	5.1%
v	5695	4.8%
i	5314	4.5%
h	3332	2.8%
r	3332	2.8%
g	3332	2.8%
S	2605	2.2%
m	2605	2.2%
s	2605	2.2%
A	2363	2.0%
b	2363	2.0%
N	1982	1.7%
B	346	0.3%
w	346	0.3%

mortality_national_comparison_footnote
Real number (ℝ_≥0)

MISSING

Distinct	5
Distinct (%)	0.3%
Missing	3331
Missing (%)	62.7%
Infinite	0
Infinite (%)	0.0%

Mean	13.21129602
Minimum	5
Maximum	23
Zeros	0
Zeros (%)	0.0%
Memory size	41.6 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	5
median	16
Q3	19
95-th percentile	19
Maximum	23
Range	18
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	6.28512198
Coefficient of variation (CV)	0.4757384872
Kurtosis	-1.620427943
Mean	13.21129602
Median Absolute Deviation (MAD)	3
Skewness	-0.4535808997
Sum	26198
Variance	39.50275831
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
5	712	13.4%
19	695	13.1%
16	540	10.2%
22	35	0.7%
23	1	< 0.1%
(Missing)	3331	62.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	712	13.4%
16	540	10.2%
19	695	13.1%
22	35	0.7%
23	1	< 0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
22	35	0.7%
19	695	13.1%
16	540	10.2%
5	712	13.4%

safety_of_care_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Not Available	2710
Above the national average	1216
Below the national average	846
Same as the national average	542

Value	Count	Frequency (%)
Not Available	2710	51.0%
Above the national average	1216	22.9%
Below the national average	846	15.9%
Same as the national average	542	10.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	13
Mean length	19.57433195
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	16920	16.3%
e	13126	12.6%
	11064	10.6%
l	8870	8.5%
t	7918	7.6%
o	7376	7.1%
v	6530	6.3%
i	5314	5.1%
n	5208	5.0%
A	3926	3.8%
b	3926	3.8%
N	2710	2.6%
h	2604	2.5%
r	2604	2.5%
g	2604	2.5%
B	846	0.8%
w	846	0.8%
S	542	0.5%
m	542	0.5%
s	542	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	84930	81.6%
Space Separator	11064	10.6%
Uppercase Letter	8024	7.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	3926	48.9%
N	2710	33.8%
B	846	10.5%
S	542	6.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	16920	19.9%
e	13126	15.5%
l	8870	10.4%
t	7918	9.3%
o	7376	8.7%
v	6530	7.7%
i	5314	6.3%
n	5208	6.1%
b	3926	4.6%
h	2604	3.1%
r	2604	3.1%
g	2604	3.1%
w	846	1.0%
m	542	0.6%
s	542	0.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	11064	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92954	89.4%
Common	11064	10.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	16920	18.2%
e	13126	14.1%
l	8870	9.5%
t	7918	8.5%
o	7376	7.9%
v	6530	7.0%
i	5314	5.7%
n	5208	5.6%
A	3926	4.2%
b	3926	4.2%
N	2710	2.9%
h	2604	2.8%
r	2604	2.8%
g	2604	2.8%
B	846	0.9%
w	846	0.9%
S	542	0.6%
m	542	0.6%
s	542	0.6%

Most frequent Common characters

Value	Count	Frequency (%)
	11064	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	104018	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	16920	16.3%
e	13126	12.6%
	11064	10.6%
l	8870	8.5%
t	7918	7.6%
o	7376	7.1%
v	6530	6.3%
i	5314	5.1%
n	5208	5.0%
A	3926	3.8%
b	3926	3.8%
N	2710	2.6%
h	2604	2.5%
r	2604	2.5%
g	2604	2.5%
B	846	0.8%
w	846	0.8%
S	542	0.5%
m	542	0.5%
s	542	0.5%

safety_of_care_national_comparison_footnote
Real number (ℝ_≥0)

MISSING

Distinct	5
Distinct (%)	0.2%
Missing	2602
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.7710177
Minimum	5
Maximum	23
Zeros	0
Zeros (%)	0.0%
Memory size	41.6 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	5
median	16
Q3	19
95-th percentile	19
Maximum	23
Range	18
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	6.105635991
Coefficient of variation (CV)	0.4780853127
Kurtosis	-1.647528669
Mean	12.7710177
Median Absolute Deviation (MAD)	3
Skewness	-0.391960088
Sum	34635
Variance	37.27879085
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
5	1006	18.9%
16	974	18.3%
19	695	13.1%
22	35	0.7%
23	2	< 0.1%
(Missing)	2602	49.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1006	18.9%
16	974	18.3%
19	695	13.1%
22	35	0.7%
23	2	< 0.1%

Value	Count	Frequency (%)
23	2	< 0.1%
22	35	0.7%
19	695	13.1%
16	974	18.3%
5	1006	18.9%

readmission_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Not Available	1595
Above the national average	1448
Below the national average	1298
Same as the national average	973

Value	Count	Frequency (%)
Not Available	1595	30.0%
Above the national average	1448	27.2%
Below the national average	1298	24.4%
Same as the national average	973	18.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	26
Mean length	22.46424539
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	20012	16.8%
e	16471	13.8%
	13725	11.5%
t	9033	7.6%
l	8207	6.9%
o	8060	6.8%
n	7438	6.2%
v	6762	5.7%
i	5314	4.5%
h	3719	3.1%
r	3719	3.1%
g	3719	3.1%
A	3043	2.5%
b	3043	2.5%
N	1595	1.3%
B	1298	1.1%
w	1298	1.1%
S	973	0.8%
m	973	0.8%
s	973	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	98741	82.7%
Space Separator	13725	11.5%
Uppercase Letter	6909	5.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	3043	44.0%
N	1595	23.1%
B	1298	18.8%
S	973	14.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	20012	20.3%
e	16471	16.7%
t	9033	9.1%
l	8207	8.3%
o	8060	8.2%
n	7438	7.5%
v	6762	6.8%
i	5314	5.4%
h	3719	3.8%
r	3719	3.8%
g	3719	3.8%
b	3043	3.1%
w	1298	1.3%
m	973	1.0%
s	973	1.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13725	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	105650	88.5%
Common	13725	11.5%

Most frequent Latin characters

Value	Count	Frequency (%)
a	20012	18.9%
e	16471	15.6%
t	9033	8.5%
l	8207	7.8%
o	8060	7.6%
n	7438	7.0%
v	6762	6.4%
i	5314	5.0%
h	3719	3.5%
r	3719	3.5%
g	3719	3.5%
A	3043	2.9%
b	3043	2.9%
N	1595	1.5%
B	1298	1.2%
w	1298	1.2%
S	973	0.9%
m	973	0.9%
s	973	0.9%

Most frequent Common characters

Value	Count	Frequency (%)
	13725	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	119375	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	20012	16.8%
e	16471	13.8%
	13725	11.5%
t	9033	7.6%
l	8207	6.9%
o	8060	6.8%
n	7438	6.2%
v	6762	5.7%
i	5314	4.5%
h	3719	3.1%
r	3719	3.1%
g	3719	3.1%
A	3043	2.5%
b	3043	2.5%
N	1595	1.3%
B	1298	1.1%
w	1298	1.1%
S	973	0.8%
m	973	0.8%
s	973	0.8%

readmission_national_comparison_footnote
Real number (ℝ_≥0)

MISSING

Distinct	5
Distinct (%)	0.3%
Missing	3718
Missing (%)	70.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.90037594
Minimum	5
Maximum	23
Zeros	0
Zeros (%)	0.0%
Memory size	41.6 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	5
median	16
Q3	19
95-th percentile	19
Maximum	23
Range	18
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	6.717271043
Coefficient of variation (CV)	0.5207035108
Kurtosis	-1.831453464
Mean	12.90037594
Median Absolute Deviation (MAD)	3
Skewness	-0.2769084188
Sum	20589
Variance	45.12173027
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
19	695	13.1%
5	659	12.4%
16	206	3.9%
22	35	0.7%
23	1	< 0.1%
(Missing)	3718	70.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	659	12.4%
16	206	3.9%
19	695	13.1%
22	35	0.7%
23	1	< 0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
22	35	0.7%
19	695	13.1%
16	206	3.9%
5	659	12.4%

patient_experience_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Not Available	1965
Above the national average	1157
Same as the national average	1119
Below the national average	1073

Value	Count	Frequency (%)
Not Available	1965	37.0%
Above the national average	1157	21.8%
Same as the national average	1119	21.1%
Below the national average	1073	20.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	26
Mean length	21.61403839
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	19564	17.0%
e	15361	13.4%
	13131	11.4%
t	8663	7.5%
l	8352	7.3%
o	7544	6.6%
n	6698	5.8%
v	6471	5.6%
i	5314	4.6%
h	3349	2.9%
r	3349	2.9%
g	3349	2.9%
A	3122	2.7%
b	3122	2.7%
N	1965	1.7%
S	1119	1.0%
m	1119	1.0%
s	1119	1.0%
B	1073	0.9%
w	1073	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	94447	82.2%
Space Separator	13131	11.4%
Uppercase Letter	7279	6.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	3122	42.9%
N	1965	27.0%
S	1119	15.4%
B	1073	14.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	19564	20.7%
e	15361	16.3%
t	8663	9.2%
l	8352	8.8%
o	7544	8.0%
n	6698	7.1%
v	6471	6.9%
i	5314	5.6%
h	3349	3.5%
r	3349	3.5%
g	3349	3.5%
b	3122	3.3%
m	1119	1.2%
s	1119	1.2%
w	1073	1.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13131	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	101726	88.6%
Common	13131	11.4%

Most frequent Latin characters

Value	Count	Frequency (%)
a	19564	19.2%
e	15361	15.1%
t	8663	8.5%
l	8352	8.2%
o	7544	7.4%
n	6698	6.6%
v	6471	6.4%
i	5314	5.2%
h	3349	3.3%
r	3349	3.3%
g	3349	3.3%
A	3122	3.1%
b	3122	3.1%
N	1965	1.9%
S	1119	1.1%
m	1119	1.1%
s	1119	1.1%
B	1073	1.1%
w	1073	1.1%

Most frequent Common characters

Value	Count	Frequency (%)
	13131	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114857	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	19564	17.0%
e	15361	13.4%
	13131	11.4%
t	8663	7.5%
l	8352	7.3%
o	7544	6.6%
n	6698	5.8%
v	6471	5.6%
i	5314	4.6%
h	3349	2.9%
r	3349	2.9%
g	3349	2.9%
A	3122	2.7%
b	3122	2.7%
N	1965	1.7%
S	1119	1.0%
m	1119	1.0%
s	1119	1.0%
B	1073	0.9%
w	1073	0.9%

patient_experience_national_comparison_footnote
Categorical

HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	0.2%
Missing	3349
Missing (%)	63.0%
Memory size	41.6 KiB

16	1191
19	695
5	44
22	35

Value	Count	Frequency (%)
16	1191	22.4%
19	695	13.1%
5	44	0.8%
22	35	0.7%
(Missing)	3349	63.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.36149793
Min length	3

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	6698	37.5%
a	3349	18.7%
.	1965	11.0%
0	1965	11.0%
1	1886	10.6%
6	1191	6.7%
9	695	3.9%
2	70	0.4%
5	44	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10047	56.2%
Decimal Number	5851	32.8%
Other Punctuation	1965	11.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	6698	66.7%
a	3349	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1965	33.6%
1	1886	32.2%
6	1191	20.4%
9	695	11.9%
2	70	1.2%
5	44	0.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1965	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10047	56.2%
Common	7816	43.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	6698	66.7%
a	3349	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	1965	25.1%
0	1965	25.1%
1	1886	24.1%
6	1191	15.2%
9	695	8.9%
2	70	0.9%
5	44	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17863	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	6698	37.5%
a	3349	18.7%
.	1965	11.0%
0	1965	11.0%
1	1886	10.6%
6	1191	6.7%
9	695	3.9%
2	70	0.4%
5	44	0.2%

effectiveness_of_care_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Same as the national average	2902
Not Available	2043
Below the national average	266
Above the national average	103

Value	Count	Frequency (%)
Same as the national average	2902	54.6%
Not Available	2043	38.4%
Below the national average	266	5.0%
Above the national average	103	1.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	28
Mean length	22.09427926
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	22974	19.6%
e	15127	12.9%
	14758	12.6%
t	8585	7.3%
l	7623	6.5%
n	6542	5.6%
o	5683	4.8%
v	5417	4.6%
i	5314	4.5%
h	3271	2.8%
r	3271	2.8%
g	3271	2.8%
S	2902	2.5%
m	2902	2.5%
s	2902	2.5%
A	2146	1.8%
b	2146	1.8%
N	2043	1.7%
B	266	0.2%
w	266	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	95294	81.2%
Space Separator	14758	12.6%
Uppercase Letter	7357	6.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	2902	39.4%
A	2146	29.2%
N	2043	27.8%
B	266	3.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	22974	24.1%
e	15127	15.9%
t	8585	9.0%
l	7623	8.0%
n	6542	6.9%
o	5683	6.0%
v	5417	5.7%
i	5314	5.6%
h	3271	3.4%
r	3271	3.4%
g	3271	3.4%
m	2902	3.0%
s	2902	3.0%
b	2146	2.3%
w	266	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	14758	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	102651	87.4%
Common	14758	12.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	22974	22.4%
e	15127	14.7%
t	8585	8.4%
l	7623	7.4%
n	6542	6.4%
o	5683	5.5%
v	5417	5.3%
i	5314	5.2%
h	3271	3.2%
r	3271	3.2%
g	3271	3.2%
S	2902	2.8%
m	2902	2.8%
s	2902	2.8%
A	2146	2.1%
b	2146	2.1%
N	2043	2.0%
B	266	0.3%
w	266	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	14758	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	117409	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	22974	19.6%
e	15127	12.9%
	14758	12.6%
t	8585	7.3%
l	7623	6.5%
n	6542	5.6%
o	5683	4.8%
v	5417	4.6%
i	5314	4.5%
h	3271	2.8%
r	3271	2.8%
g	3271	2.8%
S	2902	2.5%
m	2902	2.5%
s	2902	2.5%
A	2146	1.8%
b	2146	1.8%
N	2043	1.7%
B	266	0.2%
w	266	0.2%

effectiveness_of_care_national_comparison_footnote
Categorical

MISSING

Distinct	4
Distinct (%)	0.2%
Missing	3271
Missing (%)	61.6%
Memory size	41.6 KiB

5	1019
19	695
16	294
22	35

Value	Count	Frequency (%)
5	1019	19.2%
19	695	13.1%
16	294	5.5%
22	35	0.7%
(Missing)	3271	61.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.192698532
Min length	3

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	6542	38.6%
a	3271	19.3%
.	2043	12.0%
0	2043	12.0%
5	1019	6.0%
1	989	5.8%
9	695	4.1%
6	294	1.7%
2	70	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9813	57.8%
Decimal Number	5110	30.1%
Other Punctuation	2043	12.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	6542	66.7%
a	3271	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2043	40.0%
5	1019	19.9%
1	989	19.4%
9	695	13.6%
6	294	5.8%
2	70	1.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2043	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9813	57.8%
Common	7153	42.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	6542	66.7%
a	3271	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	2043	28.6%
0	2043	28.6%
5	1019	14.2%
1	989	13.8%
9	695	9.7%
6	294	4.1%
2	70	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16966	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	6542	38.6%
a	3271	19.3%
.	2043	12.0%
0	2043	12.0%
5	1019	6.0%
1	989	5.8%
9	695	4.1%
6	294	1.7%
2	70	0.4%

timeliness_of_care_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Not Available	1483
Same as the national average	1471
Above the national average	1286
Below the national average	1074

Value	Count	Frequency (%)
Not Available	1483	27.9%
Same as the national average	1471	27.7%
Above the national average	1286	24.2%
Below the national average	1074	20.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	26
Mean length	22.92566805
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	21232	17.4%
e	16807	13.8%
	14447	11.9%
t	9145	7.5%
l	7871	6.5%
o	7674	6.3%
n	7662	6.3%
v	6600	5.4%
i	5314	4.4%
h	3831	3.1%
r	3831	3.1%
g	3831	3.1%
A	2769	2.3%
b	2769	2.3%
N	1483	1.2%
S	1471	1.2%
m	1471	1.2%
s	1471	1.2%
B	1074	0.9%
w	1074	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100583	82.6%
Space Separator	14447	11.9%
Uppercase Letter	6797	5.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	2769	40.7%
N	1483	21.8%
S	1471	21.6%
B	1074	15.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	21232	21.1%
e	16807	16.7%
t	9145	9.1%
l	7871	7.8%
o	7674	7.6%
n	7662	7.6%
v	6600	6.6%
i	5314	5.3%
h	3831	3.8%
r	3831	3.8%
g	3831	3.8%
b	2769	2.8%
m	1471	1.5%
s	1471	1.5%
w	1074	1.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	14447	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107380	88.1%
Common	14447	11.9%

Most frequent Latin characters

Value	Count	Frequency (%)
a	21232	19.8%
e	16807	15.7%
t	9145	8.5%
l	7871	7.3%
o	7674	7.1%
n	7662	7.1%
v	6600	6.1%
i	5314	4.9%
h	3831	3.6%
r	3831	3.6%
g	3831	3.6%
A	2769	2.6%
b	2769	2.6%
N	1483	1.4%
S	1471	1.4%
m	1471	1.4%
s	1471	1.4%
B	1074	1.0%
w	1074	1.0%

Most frequent Common characters

Value	Count	Frequency (%)
	14447	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121827	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	21232	17.4%
e	16807	13.8%
	14447	11.9%
t	9145	7.5%
l	7871	6.5%
o	7674	6.3%
n	7662	6.3%
v	6600	5.4%
i	5314	4.4%
h	3831	3.1%
r	3831	3.1%
g	3831	3.1%
A	2769	2.3%
b	2769	2.3%
N	1483	1.2%
S	1471	1.2%
m	1471	1.2%
s	1471	1.2%
B	1074	0.9%
w	1074	0.9%

timeliness_of_care_national_comparison_footnote
Categorical

MISSING

Distinct	4
Distinct (%)	0.3%
Missing	3831
Missing (%)	72.1%
Memory size	41.6 KiB

19	695
5	395
16	358
22	35

Value	Count	Frequency (%)
19	695	13.1%
5	395	7.4%
16	358	6.7%
22	35	0.7%
(Missing)	3831	72.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.20474219
Min length	3

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	7662	45.0%
a	3831	22.5%
.	1483	8.7%
0	1483	8.7%
1	1053	6.2%
9	695	4.1%
5	395	2.3%
6	358	2.1%
2	70	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11493	67.5%
Decimal Number	4054	23.8%
Other Punctuation	1483	8.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	7662	66.7%
a	3831	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1483	36.6%
1	1053	26.0%
9	695	17.1%
5	395	9.7%
6	358	8.8%
2	70	1.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1483	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11493	67.5%
Common	5537	32.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	7662	66.7%
a	3831	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	1483	26.8%
0	1483	26.8%
1	1053	19.0%
9	695	12.6%
5	395	7.1%
6	358	6.5%
2	70	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17030	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	7662	45.0%
a	3831	22.5%
.	1483	8.7%
0	1483	8.7%
1	1053	6.2%
9	695	4.1%
5	395	2.3%
6	358	2.1%
2	70	0.4%

efficient_use_of_medical_imaging_national_comparison
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.6 KiB

Same as the national average	2331
Not Available	2257
Below the national average	387
Above the national average	339

Value	Count	Frequency (%)
Same as the national average	2331	43.9%
Not Available	2257	42.5%
Below the national average	387	7.3%
Above the national average	339	6.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	26
Mean length	21.35585247
Min length	13

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	21404	18.9%
e	14485	12.8%
	13759	12.1%
t	8371	7.4%
l	7958	7.0%
n	6114	5.4%
o	6040	5.3%
v	5653	5.0%
i	5314	4.7%
h	3057	2.7%
r	3057	2.7%
g	3057	2.7%
A	2596	2.3%
b	2596	2.3%
S	2331	2.1%
m	2331	2.1%
s	2331	2.1%
N	2257	2.0%
B	387	0.3%
w	387	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	92155	81.2%
Space Separator	13759	12.1%
Uppercase Letter	7571	6.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	2596	34.3%
S	2331	30.8%
N	2257	29.8%
B	387	5.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	21404	23.2%
e	14485	15.7%
t	8371	9.1%
l	7958	8.6%
n	6114	6.6%
o	6040	6.6%
v	5653	6.1%
i	5314	5.8%
h	3057	3.3%
r	3057	3.3%
g	3057	3.3%
b	2596	2.8%
m	2331	2.5%
s	2331	2.5%
w	387	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13759	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	99726	87.9%
Common	13759	12.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	21404	21.5%
e	14485	14.5%
t	8371	8.4%
l	7958	8.0%
n	6114	6.1%
o	6040	6.1%
v	5653	5.7%
i	5314	5.3%
h	3057	3.1%
r	3057	3.1%
g	3057	3.1%
A	2596	2.6%
b	2596	2.6%
S	2331	2.3%
m	2331	2.3%
s	2331	2.3%
N	2257	2.3%
B	387	0.4%
w	387	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	13759	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113485	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	21404	18.9%
e	14485	12.8%
	13759	12.1%
t	8371	7.4%
l	7958	7.0%
n	6114	5.4%
o	6040	5.3%
v	5653	5.0%
i	5314	4.7%
h	3057	2.7%
r	3057	2.7%
g	3057	2.7%
A	2596	2.3%
b	2596	2.3%
S	2331	2.1%
m	2331	2.1%
s	2331	2.1%
N	2257	2.0%
B	387	0.3%
w	387	0.3%

efficient_use_of_medical_imaging_national_comparison_footnote
Categorical

MISSING

Distinct	4
Distinct (%)	0.2%
Missing	3057
Missing (%)	57.5%
Memory size	41.6 KiB

5	1007
19	695
16	520
22	35

Value	Count	Frequency (%)
5	1007	18.9%
19	695	13.1%
16	520	9.8%
22	35	0.7%
(Missing)	3057	57.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.2352277
Min length	3

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	6114	35.6%
a	3057	17.8%
.	2257	13.1%
0	2257	13.1%
1	1215	7.1%
5	1007	5.9%
9	695	4.0%
6	520	3.0%
2	70	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9171	53.3%
Decimal Number	5764	33.5%
Other Punctuation	2257	13.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2257	39.2%
1	1215	21.1%
5	1007	17.5%
9	695	12.1%
6	520	9.0%
2	70	1.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2257	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	6114	66.7%
a	3057	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9171	53.3%
Common	8021	46.7%

Most frequent Common characters

Value	Count	Frequency (%)
.	2257	28.1%
0	2257	28.1%
1	1215	15.1%
5	1007	12.6%
9	695	8.7%
6	520	6.5%
2	70	0.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	6114	66.7%
a	3057	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17192	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	6114	35.6%
a	3057	17.8%
.	2257	13.1%
0	2257	13.1%
1	1215	7.1%
5	1007	5.9%
9	695	4.0%
6	520	3.0%
2	70	0.4%

location
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	4899
Distinct (%)	99.8%
Missing	404
Missing (%)	7.6%
Memory size	41.6 KiB

POINT (-118.18509800000001 33.807107)	2
POINT (-87.53735900000001 33.208009)	2
POINT (-112.042767 33.451436)	2
POINT (-101.731626 34.207214)	2
POINT (-81.335874 40.401464)	2
Other values (4894)	4900

Common Values
Overview

Value	Count	Frequency (%)
POINT (-118.18509800000001 33.807107)	2	< 0.1%
POINT (-87.53735900000001 33.208009)	2	< 0.1%
POINT (-112.042767 33.451436)	2	< 0.1%
POINT (-101.731626 34.207214)	2	< 0.1%
POINT (-81.335874 40.401464)	2	< 0.1%
POINT (-73.671434 42.733395)	2	< 0.1%
POINT (-88.453907 44.189172)	2	< 0.1%
POINT (-85.50935 36.16996)	2	< 0.1%
POINT (-81.607239 41.507309)	2	< 0.1%
POINT (-117.26112199999999 34.049482)	2	< 0.1%
POINT (-85.414363 40.197622)	2	< 0.1%
POINT (-90.37775 38.509739)	1	< 0.1%
POINT (-74.214355 40.65892)	1	< 0.1%
POINT (-80.003249 40.456149)	1	< 0.1%
POINT (-96.433452 45.56241)	1	< 0.1%
POINT (-82.977832 38.753913)	1	< 0.1%
POINT (-89.770421 30.284651)	1	< 0.1%
POINT (-79.366107 34.421266)	1	< 0.1%
POINT (-109.24317800000001 45.642686)	1	< 0.1%
POINT (-95.473073 29.707465)	1	< 0.1%
POINT (-96.197788 48.088654)	1	< 0.1%
POINT (-101.492412 32.240015)	1	< 0.1%
POINT (-90.20344100000001 29.962223999999996)	1	< 0.1%
POINT (-92.36254300000002 30.226327)	1	< 0.1%
POINT (-96.873098 32.91433500000001)	1	< 0.1%
Other values (4874)	4874	91.7%
(Missing)	404	7.6%

Frequencies of value counts

Unique

Unique	4888 ?
Unique (%)	99.6%

Histogram of lengths of the category

Length

Max length	46
Median length	28
Mean length	27.64038389
Min length	3

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	12311	8.4%
	9820	6.7%
.	9820	6.7%
3	9561	6.5%
9	9203	6.3%
1	9017	6.1%
4	8837	6.0%
8	8444	5.7%
2	7819	5.3%
7	7811	5.3%
5	6911	4.7%
6	6835	4.7%
P	4910	3.3%
O	4910	3.3%
I	4910	3.3%
N	4910	3.3%
T	4910	3.3%
(	4910	3.3%
-	4910	3.3%
)	4910	3.3%
n	808	0.6%
a	404	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86749	59.1%
Uppercase Letter	24550	16.7%
Space Separator	9820	6.7%
Other Punctuation	9820	6.7%
Open Punctuation	4910	3.3%
Dash Punctuation	4910	3.3%
Close Punctuation	4910	3.3%
Lowercase Letter	1212	0.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	4910	20.0%
O	4910	20.0%
I	4910	20.0%
N	4910	20.0%
T	4910	20.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	9820	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4910	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	4910	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	12311	14.2%
3	9561	11.0%
9	9203	10.6%
1	9017	10.4%
4	8837	10.2%
8	8444	9.7%
2	7819	9.0%
7	7811	9.0%
5	6911	8.0%
6	6835	7.9%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	9820	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4910	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	808	66.7%
a	404	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	121119	82.5%
Latin	25762	17.5%

Most frequent Latin characters

Value	Count	Frequency (%)
P	4910	19.1%
O	4910	19.1%
I	4910	19.1%
N	4910	19.1%
T	4910	19.1%
n	808	3.1%
a	404	1.6%

Most frequent Common characters

Value	Count	Frequency (%)
0	12311	10.2%
	9820	8.1%
.	9820	8.1%
3	9561	7.9%
9	9203	7.6%
1	9017	7.4%
4	8837	7.3%
8	8444	7.0%
2	7819	6.5%
7	7811	6.4%
5	6911	5.7%
6	6835	5.6%
(	4910	4.1%
-	4910	4.1%
)	4910	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146881	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	12311	8.4%
	9820	6.7%
.	9820	6.7%
3	9561	6.5%
9	9203	6.3%
1	9017	6.1%
4	8837	6.0%
8	8444	5.7%
2	7819	5.3%
7	7811	5.3%
5	6911	4.7%
6	6835	4.7%
P	4910	3.3%
O	4910	3.3%
I	4910	3.3%
N	4910	3.3%
T	4910	3.3%
(	4910	3.3%
-	4910	3.3%
)	4910	3.3%
n	808	0.6%
a	404	0.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	provider_id	hospital_name	address	city	state	zip_code	county_name	phone_number	hospital_type	hospital_ownership	emergency_services	meets_criteria_for_meaningful_use_of_ehrs	hospital_overall_rating	hospital_overall_rating_footnote	mortality_national_comparison	mortality_national_comparison_footnote	safety_of_care_national_comparison	safety_of_care_national_comparison_footnote	readmission_national_comparison	readmission_national_comparison_footnote	patient_experience_national_comparison	patient_experience_national_comparison_footnote	effectiveness_of_care_national_comparison	effectiveness_of_care_national_comparison_footnote	timeliness_of_care_national_comparison	timeliness_of_care_national_comparison_footnote	efficient_use_of_medical_imaging_national_comparison	efficient_use_of_medical_imaging_national_comparison_footnote	location
0	310119	THE UNIVERSITY HOSPITAL	150 BERGEN ST	NEWARK	NJ	7101	ESSEX	(973) 972-5658	Acute Care Hospitals	Government - State	True	True	1	23.0	Same as the national average	NaN	Below the national average	23.0	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Not Available	5.0	POINT (-74.19213 40.74095)
1	310016	CAREPOINT HEALTH-CHRIST HOSPITAL	176 PALISADE AVE	JERSEY CITY	NJ	7306	HUDSON	(201) 795-8200	Acute Care Hospitals	Voluntary non-profit - Church	True	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	Below the national average	NaN	Same as the national average	NaN	POINT (-74.05014200000001 40.734876)
2	390123	POTTSTOWN HOSPITAL	1600 EAST HIGH STREET	POTTSTOWN	PA	19464	MONTGOMERY	(610) 327-7000	Acute Care Hospitals	Voluntary non-profit - Private	True	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	Same as the national average	NaN	POINT (-75.611502 40.243941)
3	440002	JACKSON-MADISON COUNTY GENERAL HOSPITAL	620 SKYLINE DRIVE	JACKSON	TN	38301	MADISON	(731) 541-5000	Acute Care Hospitals	Government - Hospital District or Authority	True	True	1	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Above the national average	NaN	Same as the national average	NaN	Same as the national average	NaN	Same as the national average	NaN	POINT (-88.831973 35.63954)
4	330080	LINCOLN MEDICAL & MENTAL HEALTH CENTER	234 EAST 149TH STREET	BRONX	NY	10451	BRONX	(718) 579-5000	Acute Care Hospitals	Government - Local	True	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Not Available	5.0	POINT (-73.924072 40.817681)
5	340151	HALIFAX REGIONAL MEDICAL CENTER INC	250 SMITH CHURCH RD	ROANOKE RAPIDS	NC	27870	HALIFAX	(252) 535-8005	Acute Care Hospitals	Voluntary non-profit - Private	True	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	Below the national average	NaN	Same as the national average	NaN	POINT (-77.647046 36.435313)
6	050568	MADERA COMMUNITY HOSPITAL	1250 E ALMOND AVE	MADERA	CA	93637	MADERA	(559) 675-5555	Acute Care Hospitals	Voluntary non-profit - Other	False	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	POINT (-120.045467 36.945427)
7	250001	UNIVERSITY OF MISSISSIPPI MED CENTER	2500 N STATE ST	JACKSON	MS	39216	HINDS	(601) 984-4100	Acute Care Hospitals	Government - State	True	True	1	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	POINT (-90.17558 32.328783)
8	230132	HURLEY MEDICAL CENTER	ONE HURLEY PLAZA	FLINT	MI	48503	GENESEE	(810) 257-9000	Acute Care Hospitals	Voluntary non-profit - Other	True	True	1	NaN	Same as the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	NaN
9	220163	UMASS MEMORIAL MEDICAL CENTER/UNIVERSITY CAMPUS	55 LAKE AVENUE NORTH	WORCESTER	MA	1655	WORCESTER	(508) 334-1000	Acute Care Hospitals	Voluntary non-profit - Private	True	True	1	NaN	Above the national average	NaN	Below the national average	NaN	Below the national average	NaN	Below the national average	NaN	Same as the national average	NaN	Below the national average	NaN	Same as the national average	NaN	POINT (-71.759079 42.27851)

Last rows

	provider_id	hospital_name	address	city	state	zip_code	county_name	phone_number	hospital_type	hospital_ownership	emergency_services	meets_criteria_for_meaningful_use_of_ehrs	hospital_overall_rating	hospital_overall_rating_footnote	mortality_national_comparison	mortality_national_comparison_footnote	safety_of_care_national_comparison	safety_of_care_national_comparison_footnote	readmission_national_comparison	readmission_national_comparison_footnote	patient_experience_national_comparison	patient_experience_national_comparison_footnote	effectiveness_of_care_national_comparison	effectiveness_of_care_national_comparison_footnote	timeliness_of_care_national_comparison	timeliness_of_care_national_comparison_footnote	efficient_use_of_medical_imaging_national_comparison	efficient_use_of_medical_imaging_national_comparison_footnote	location
5304	29001F	99th Medical Group (Nellis AFB)	99 MDG 4700 Las Vegas Blvd	Nellis AFB	NV	89191	CLARK	(702) 653-2273	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	NaN
5305	50006F	NH Bremerton	1 Boone Road	Bremerton	WA	98312	KITSAP	(360) 475-4232	Acute Care - Department of Defense	Department of Defense	False	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-122.69294 47.593571)
5306	36006F	88th Medical Group (Wright-Patterson AFB)	88 MDG 4881 Sugar Maple Dr.	Wright-Patterson AFB	OH	45433	GREENE	(937) 257-9926	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	NaN
5307	34011F	NMC Camp Lejeune	100 Brewster Boulevard	Camp Lejeune	NC	28547	ONSLOW	(910) 450-4300	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-77.357076 34.716771)
5308	19050F	Bayne-Jones ACH (Ft Polk)	1585 3rd Street Fort Polk	Fort Polk	LA	71459	VERNON	(337) 531-3118	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-93.216195 31.063232000000003)
5309	49001F	Fort Belvoir Community Hospital	9300 DeWitt Loop	Fort Belvoir	VA	22060	FAIRFAX	(571) 231-3224	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-77.142608 38.705877)
5310	26002F	General Leonard Wood ACH (FT Leonard Wood)	126 Missouri Avenue	Fort Leonard Wood	MO	65473	PULASKI	(573) 596-0035	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-92.116491 37.766471)
5311	50014F	NH Oak Harbor	3475 North Saratoga Street	Oak Harbor	WA	98277	ISLAND	(360) 257-9500	Acute Care - Department of Defense	Department of Defense	False	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-122.680142 48.336875)
5312	21007F	Walter Reed National Military Med Cen	8901 Rockville Pike	Bethesda	MD	20889	MONTGOMERY	(301) 295-4000	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-77.096801 38.99949)
5313	45070F	Darnall AMC (FT Hood)	36000 Darnall Loop	Fort Hood	TX	76544	BELL	(254) 288-8000	Acute Care - Department of Defense	Department of Defense	True	NaN	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	Not Available	22.0	POINT (-97.775132 31.130337)

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Math Symbol characters

Most frequent Lowercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Space Separator characters

Most frequent Uppercase Letter characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Open Punctuation characters

Most frequent Decimal Number characters

Most frequent Close Punctuation characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts